Optimization
14,850 papers (55 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Continuous Optimization (4,424)
Stochastic Methods (2,991)
Combinatorial Optimization (2,615)
Online Algorithms (2,404)
Optimization (1,521)
Game Theory (1,046)
Convex Optimization (864)
Discrete Optimization (721)
Optimal Transport (474)
Sparse Optimization (416)
Optimal Control (271)
Global Optimization (200)
Non-Convex Optimization (182)
Distributed Learning (164)
Approximation Algorithms (162)
Multi-Objective Optimization (151)
Distributed Optimization (136)
Bayesian Optimization (132)
Theory (109)
Compressed Sensing (102)
Algorithms (89)
Robust Optimization (86)
Submodular Optimization (77)
Kernel Methods (75)
Evolutionary Algorithm (72)
Linear Programming (54)
Tensor Decomposition (48)
Bilevel Optimization (42)
Integer Programming (38)
Matrix Completion (33)
Algorithm (21)
Regularization (11)
Papers per year
1
2
6
6
5
16
67
72
80
102
133
171
219
398
425
440
487
649
812
1,162
1,353
1,487
1,474
1,600
1,870
1,441
372
2000
'5
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Papers (including subtopics)
Non-geodesically-convex optimization in the Wasserstein space
NeurIPS 2024
Nonlinear Filtering with Brenier Optimal Transport Maps
ICML 2024
Non-monotone Sequential Submodular Maximization
AAAI 2024
Non-Oblivious Performance of Random Projections
ACML 2024
Non-parametric Online Change Point Detection on Riemannian Manifolds
ICML 2024
Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates
ICML 2024
Non-stationary Online Convex Optimization with Arbitrary Delays
ICML 2024
Non-stationary Projection-Free Online Learning with Dynamic and Adaptive Regret Guarantees
AAAI 2024
No-Regret Learning for Fair Multi-Agent Social Welfare Optimization
NeurIPS 2024
No-Regret M${}^{\natural}$-Concave Function Maximization: Stochastic Bandit Algorithms and NP-Hardness of Adversarial Full-Information Setting
NeurIPS 2024
Novel Spectral Algorithms for the Partial Credit Model
ICML 2024
Nowcasting Temporal Trends Using Indirect Surveys
AAAI 2024
Nukplex: An Efficient Local Search Algorithm for Maximum K-Plex Problem
IJCAI 2024
Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees
JMLR 2024
Offline Multi-Objective Optimization
ICML 2024
Offline Reward Perturbation Boosts Distributional Shift in Online RL
UAI 2024
Oja's Algorithm for Streaming Sparse PCA
NeurIPS 2024
Omnipredictors for regression and the approximate rank of convex functions
COLT 2024
OmniSDF: Scene Reconstruction using Omnidirectional Signed Distance Functions and Adaptive Binoctrees
CVPR 2024
On a Combinatorial Problem Arising in Machine Teaching
ICML 2024
On a Neural Implementation of Brenier’s Polar Factorization
ICML 2024
On Comparing Time- and Frequency-Domain Rhythm Measures in Classifying Assamese Dialects
Interspeech 2024
On Computing Makespan-Optimal Solutions for Generalized Sliding-Tile Puzzles
AAAI 2024
On conditional diffusion models for PDE simulations
NeurIPS 2024
On Convex Optimization with Semi-Sensitive Features
COLT 2024